Topic recognition - #440

Open

jordancorser wants to merge 19 commits into

shakes76:topic-recognitionfrom

jordancorser:topic-recognition

Commits on Oct 7, 2022

Initial commit and creation of all files for the
jordancorser
committed
974f74e

Commits on Oct 11, 2022

Removed problematic and irrelevant files from other projects
jordancorser
committed
64a81eb

Commits on Oct 13, 2022

added a jupyter nb to use during testing
jordancorser
committed
bee3e91
adapted keras example VQVAE to work on OASIS in notebook
jordancorser
committed
33f34ce
added code to plot the original vs. reconstructed images, and reduced the size of latent space
jordancorser
committed
559b49c

Commits on Oct 15, 2022

Commits on Oct 16, 2022

Implemented the PixelCNN predictions and it runs for sufficiently small input sizes, however cannot be trained on the full train set
jordancorser
committed
089fa4e

Commits on Oct 17, 2022

Adjusted VQVAE to take batched dataset as input and to use mixed precision. Trained PixelCNN, but sampling is unimplemented
jordancorser
committed
f4622a0

Commits on Oct 20, 2022

Adjusted model parameters, trained pixelCNN for 300 epochs, partial README.MD file
jordancorser
committed
f21dfb2

Commits on Oct 21, 2022